CompaRNA - on-line benchmarks of RNA structure prediction methods
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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of Afold - scored higher in this pairwise comparison

  4. Performance of RSpredict(seed) - scored lower in this pairwise comparison

  5. Compile and download dataset for Afold & RSpredict(seed) [.zip] - may take several seconds...


Overview

Metric Afold RSpredict(seed)
MCC 0.531 > 0.042
Average MCC ± 95% Confidence Intervals 0.526 ± 0.020 > 0.028 ± 0.008
Sensitivity 0.518 > 0.010
Positive Predictive Value 0.545 > 0.179
Total TP 12631 > 239
Total TN 14447623 < 14469457
Total FP 12153 > 1281
Total FP CONTRA 1393 > 90
Total FP INCONS 9145 > 1006
Total FP COMP 1615 > 185
Total FN 11738 < 24130
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of Afold and RSpredict(seed). Positive Predictive Value (PPV) is plotted against sensitivity. Each dot represents a single test of each method. See tables below for raw data (individual counts for Afold and RSpredict(seed)).

  2. Average Matthews Correlation Coefficients (MCC) with 95% confidence intervals (CIs) were plotted for different RNA families, for which at least 3 members were present in the benchmarking dataset. 'n' denotes the number of MCCs used to calculate the average and CI. See tables below for raw data (individual counts for Afold and RSpredict(seed)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for Afold and RSpredict(seed). The whiskers correspond to 95% confidence intervals (CIs). 'n' denotes the number of MCCs used to calculate average MCCs and CIs. See tables below for raw data (individual counts for Afold and RSpredict(seed)).

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Performance of Afold - scored higher in this pairwise comparison

1. Total counts & total scores for Afold

Total Base Pair Counts
Total TP 12631
Total TN 14447623
Total FP 12153
Total FP CONTRA 1393
Total FP INCONS 9145
Total FP COMP 1615
Total FN 11738
Total Scores
MCC 0.531
Average MCC ± 95% Confidence Intervals 0.526 ± 0.020
Sensitivity 0.518
Positive Predictive Value 0.545
Nr of predictions 234

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2. Individual counts for Afold [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00001 0.75 0.72 0.78 54 34122 23 3 12 8 21
ASE_00002 0.62 0.62 0.63 45 35439 33 4 23 6 28
ASE_00004 0.51 0.52 0.51 50 47797 49 10 38 1 47
ASE_00005 0.61 0.56 0.66 66 57870 39 0 34 5 51
ASE_00006 0.66 0.67 0.65 62 47491 36 7 26 3 31
ASE_00007 0.56 0.53 0.59 58 59586 45 1 40 4 52
ASE_00009 0.79 0.76 0.82 51 26044 13 0 11 2 16
ASE_00012 0.41 0.39 0.43 48 73808 72 1 63 8 75
ASE_00014 0.24 0.25 0.24 26 54178 82 8 73 1 80
ASE_00017 0.26 0.28 0.24 18 50965 74 6 51 17 46
ASE_00020 0.57 0.54 0.60 68 73807 46 6 39 1 58
ASE_00021 0.54 0.51 0.59 81 104058 66 7 50 9 79
ASE_00023 0.66 0.64 0.69 81 84137 42 3 34 5 46
ASE_00028 0.58 0.56 0.61 70 84551 54 4 41 9 56
ASE_00029 0.55 0.53 0.56 65 82912 55 5 46 4 57
ASE_00030 0.61 0.59 0.63 85 85357 50 5 44 1 60
ASE_00032 0.55 0.53 0.58 62 80094 50 6 38 6 56
ASE_00033 0.33 0.31 0.36 38 64874 70 4 64 2 83
ASE_00036 0.41 0.39 0.43 52 75735 71 8 60 3 80
ASE_00037 0.34 0.32 0.37 35 59245 63 0 60 3 75
ASE_00038 0.53 0.52 0.54 53 53529 48 4 42 2 48
ASE_00040 0.50 0.47 0.53 63 78883 63 5 52 6 70
ASE_00041 0.53 0.51 0.55 55 57530 51 2 43 6 53
ASE_00042 0.44 0.42 0.47 61 89969 73 3 67 3 84
ASE_00044 0.74 0.70 0.78 74 54520 26 3 18 5 31
ASE_00046 0.59 0.55 0.63 57 50313 33 2 31 0 46
ASE_00047 0.40 0.38 0.43 50 74188 68 4 63 1 80
ASE_00053 0.54 0.52 0.56 69 79278 61 12 42 7 64
ASE_00064 0.43 0.43 0.44 38 45364 54 5 44 5 51
ASE_00066 0.57 0.55 0.59 71 72269 52 4 46 2 59
ASE_00068 0.33 0.32 0.36 27 37599 50 2 47 1 58
ASE_00074 0.48 0.47 0.50 56 67784 57 7 49 1 63
ASE_00075 0.65 0.59 0.72 95 108679 46 3 34 9 67
ASE_00076 0.57 0.54 0.61 64 68160 42 7 34 1 54
ASE_00077 0.52 0.51 0.54 44 45068 39 6 32 1 42
ASE_00078 0.67 0.67 0.67 56 42988 32 5 22 5 27
ASE_00079 0.50 0.48 0.52 48 55519 45 2 42 1 52
ASE_00080 0.50 0.48 0.52 59 71518 59 3 51 5 64
ASE_00081 0.46 0.45 0.46 44 49675 53 5 46 2 53
ASE_00082 0.57 0.54 0.61 63 70396 51 1 40 10 53
ASE_00083 0.71 0.67 0.76 74 62383 32 1 23 8 36
ASE_00084 0.72 0.71 0.73 70 53532 30 6 20 4 29
ASE_00087 0.56 0.51 0.61 74 88288 54 5 43 6 70
ASE_00090 0.46 0.47 0.47 47 55510 59 6 48 5 54
ASE_00092 0.68 0.65 0.72 73 63444 35 3 26 6 40
ASE_00096 0.51 0.50 0.53 57 63439 51 2 48 1 58
ASE_00104 0.53 0.50 0.56 60 64153 49 8 40 1 59
ASE_00111 0.15 0.19 0.12 11 49992 89 31 52 6 46
ASE_00112 0.77 0.72 0.82 84 75364 25 5 13 7 32
ASE_00115 0.55 0.54 0.56 55 54517 51 1 42 8 46
ASE_00116 0.24 0.24 0.23 16 31557 54 8 45 1 50
ASE_00118 0.38 0.38 0.39 39 60625 64 5 57 2 63
ASE_00119 0.63 0.60 0.67 65 62738 35 1 31 3 43
ASE_00120 0.37 0.35 0.38 33 46885 53 9 44 0 61
ASE_00121 0.29 0.29 0.29 27 45058 65 8 57 0 65
ASE_00122 0.28 0.27 0.29 24 43283 60 4 54 2 64
ASE_00123 0.44 0.42 0.46 36 38425 48 3 39 6 49
ASE_00125 0.64 0.63 0.65 55 39255 32 4 26 2 33
ASE_00126 0.74 0.74 0.73 61 40387 27 3 19 5 21
ASE_00128 0.74 0.72 0.77 72 53207 30 2 20 8 28
ASE_00129 0.77 0.74 0.80 82 62732 26 3 18 5 29
ASE_00131 0.62 0.55 0.70 47 39273 31 0 20 11 38
ASE_00132 0.63 0.61 0.65 58 50314 34 7 24 3 37
ASE_00134 0.43 0.42 0.44 40 50313 54 7 43 4 55
ASE_00135 0.45 0.44 0.45 48 63084 63 8 50 5 61
ASE_00136 0.69 0.65 0.72 60 48122 28 3 20 5 32
ASE_00137 0.44 0.43 0.45 42 48423 53 4 47 2 56
ASE_00138 0.51 0.49 0.53 40 40395 36 4 31 1 41
ASE_00139 0.83 0.77 0.89 80 54195 16 2 8 6 24
ASE_00140 0.62 0.57 0.67 71 70770 38 6 29 3 54
ASE_00145 0.40 0.40 0.40 44 70016 69 9 56 4 67
ASE_00146 0.55 0.52 0.59 64 70768 50 2 42 6 60
ASE_00148 0.63 0.60 0.65 93 112433 53 4 45 4 61
ASE_00151 0.26 0.26 0.27 25 51912 66 9 57 0 73
ASE_00153 0.66 0.67 0.65 49 57555 68 2 24 42 24
ASE_00154 0.57 0.55 0.58 59 65240 45 4 38 3 48
ASE_00155 0.50 0.48 0.52 68 93396 69 10 54 5 74
ASE_00163 0.64 0.63 0.66 59 53211 43 4 27 12 34
ASE_00165 0.64 0.60 0.67 61 52884 31 5 25 1 40
ASE_00168 0.31 0.38 0.25 24 60631 88 24 47 17 40
ASE_00169 0.49 0.48 0.52 51 57192 52 6 42 4 56
ASE_00170 0.70 0.68 0.72 63 48740 27 2 23 2 30
ASE_00171 0.70 0.69 0.71 65 48425 28 5 21 2 29
ASE_00172 0.62 0.61 0.63 65 58893 41 8 30 3 41
ASE_00174 0.59 0.57 0.62 62 60975 42 6 32 4 47
ASE_00175 0.59 0.59 0.59 63 59925 45 7 36 2 44
ASE_00176 0.60 0.55 0.64 61 59936 38 5 29 4 49
ASE_00179 0.64 0.65 0.62 55 44164 35 7 27 1 29
ASE_00180 0.71 0.69 0.74 69 51267 31 2 22 7 31
ASE_00181 0.54 0.53 0.55 56 57528 52 3 43 6 50
ASE_00182 0.60 0.58 0.62 79 84128 49 6 42 1 57
ASE_00185 0.72 0.70 0.74 89 73416 38 6 25 7 39
ASE_00186 0.73 0.69 0.78 91 78887 30 3 22 5 41
ASE_00187 0.50 0.48 0.51 55 68528 58 7 45 6 60
ASE_00190 0.49 0.46 0.52 41 45372 44 7 31 6 49
ASE_00192 0.40 0.38 0.42 50 84547 75 6 63 6 83
ASE_00196 0.76 0.75 0.77 56 31553 21 2 15 4 19
ASE_00197 0.49 0.46 0.52 67 89123 66 4 59 3 78
ASE_00198 0.61 0.59 0.64 60 52556 40 6 28 6 42
ASE_00203 0.70 0.69 0.72 66 46573 26 7 19 0 30
ASE_00209 0.29 0.28 0.30 25 42989 57 4 53 0 63
ASE_00210 0.61 0.62 0.60 40 27194 28 6 21 1 25
ASE_00212 0.70 0.67 0.74 99 93827 39 3 32 4 49
ASE_00213 0.72 0.71 0.73 47 27197 18 3 14 1 19
ASE_00214 0.72 0.72 0.73 74 56178 36 4 24 8 29
ASE_00215 0.54 0.51 0.57 50 48429 39 4 33 2 49
ASE_00216 0.67 0.68 0.66 56 39255 31 9 20 2 26
ASE_00217 0.40 0.37 0.45 33 40396 48 3 38 7 57
ASE_00221 0.49 0.45 0.54 53 64522 48 3 42 3 64
ASE_00222 0.56 0.55 0.56 87 111947 68 8 59 1 70
ASE_00227 0.25 0.23 0.27 31 78888 84 6 78 0 102
ASE_00228 0.52 0.53 0.50 46 46879 46 14 32 0 40
ASE_00229 0.61 0.61 0.62 53 42400 33 8 25 0 34
ASE_00231 0.65 0.65 0.65 62 47800 33 5 28 0 34
ASE_00232 0.63 0.64 0.61 54 38415 37 10 24 3 30
ASE_00234 0.58 0.53 0.62 69 75355 47 3 39 5 60
ASE_00237 0.00 0.00 0.00 0 45676 92 25 52 15 56
ASE_00238 0.59 0.59 0.60 67 64150 50 2 42 6 47
ASE_00240 0.58 0.56 0.60 52 46578 44 4 31 9 41
ASE_00241 0.49 0.49 0.49 43 43868 47 7 38 2 44
ASE_00246 0.30 0.33 0.27 22 48123 71 17 43 11 45
ASE_00247 0.18 0.19 0.17 12 54213 88 15 45 28 52
ASE_00252 0.54 0.52 0.56 88 115284 71 5 63 3 80
ASE_00254 0.49 0.46 0.52 38 36783 39 4 31 4 44
ASE_00255 0.64 0.62 0.66 80 74570 45 7 34 4 50
ASE_00257 0.55 0.55 0.55 53 50944 47 4 39 4 44
ASE_00263 0.62 0.63 0.62 76 70377 49 5 42 2 44
ASE_00264 0.84 0.79 0.90 79 49053 24 0 9 15 21
ASE_00267 0.32 0.31 0.34 27 45070 62 5 48 9 61
ASE_00270 0.76 0.73 0.80 94 72272 29 4 20 5 34
ASE_00274 0.45 0.44 0.46 45 55513 54 10 43 1 58
ASE_00277 0.38 0.38 0.38 35 48112 61 9 49 3 56
ASE_00279 0.68 0.66 0.71 67 53206 35 3 25 7 34
ASE_00280 0.36 0.36 0.37 35 51909 65 4 55 6 63
ASE_00282 0.56 0.55 0.57 70 77693 58 5 47 6 57
ASE_00283 0.75 0.73 0.77 78 61675 30 3 20 7 29
ASE_00284 0.62 0.60 0.64 65 58210 44 4 32 8 43
ASE_00285 0.75 0.70 0.80 86 68899 28 3 18 7 36
ASE_00286 0.43 0.42 0.43 39 46574 63 5 47 11 53
ASE_00287 0.59 0.55 0.63 57 54856 39 2 31 6 46
ASE_00288 0.47 0.45 0.48 42 45969 48 6 39 3 51
ASE_00289 0.66 0.62 0.70 97 100886 45 4 38 3 60
ASE_00292 0.62 0.58 0.66 80 81689 43 2 39 2 58
ASE_00294 0.74 0.68 0.80 117 114335 32 2 27 3 54
ASE_00295 0.63 0.60 0.66 79 73801 42 8 32 2 52
ASE_00296 0.25 0.24 0.27 35 91676 98 8 87 3 110
ASE_00297 0.50 0.50 0.51 49 52878 53 4 44 5 49
ASE_00298 0.28 0.27 0.29 31 67420 79 9 68 2 82
ASE_00299 0.49 0.48 0.51 48 49361 54 5 41 8 52
ASE_00313 0.72 0.71 0.74 63 62396 45 4 18 23 26
ASE_00328 0.40 0.41 0.40 46 72656 75 3 66 6 66
ASE_00330 0.72 0.71 0.74 64 56193 44 3 20 21 26
ASE_00332 0.56 0.54 0.59 75 81682 55 2 51 2 63
ASE_00337 0.52 0.54 0.51 38 39265 50 6 31 13 33
ASE_00338 0.67 0.63 0.72 62 66344 41 4 20 17 36
ASE_00340 0.76 0.73 0.78 62 45977 26 6 11 9 23
ASE_00342 0.57 0.54 0.60 62 62378 41 5 36 0 53
ASE_00343 0.34 0.35 0.34 39 83321 88 9 67 12 74
ASE_00346 0.31 0.30 0.32 29 48114 65 7 55 3 68
ASE_00359 0.49 0.49 0.49 39 42698 49 3 38 8 41
ASE_00361 0.51 0.49 0.53 62 75349 59 7 48 4 65
ASE_00362 0.61 0.60 0.61 55 48115 39 6 29 4 36
ASE_00363 0.53 0.54 0.53 51 51263 47 5 41 1 43
ASE_00364 0.42 0.42 0.43 44 54182 63 4 55 4 61
ASE_00366 0.54 0.56 0.53 55 58549 52 10 39 3 43
ASE_00367 0.28 0.29 0.27 25 42979 68 8 59 1 61
ASE_00369 0.56 0.55 0.58 59 55843 44 4 39 1 48
ASE_00370 0.63 0.63 0.62 53 41820 33 7 25 1 31
ASE_00372 0.63 0.62 0.65 62 51907 39 6 28 5 38
ASE_00374 0.53 0.52 0.54 46 44765 40 8 31 1 42
ASE_00375 0.70 0.66 0.74 73 60280 31 1 24 6 37
ASE_00376 0.48 0.46 0.50 48 56857 52 4 44 4 57
ASE_00379 0.57 0.55 0.60 49 45974 41 3 30 8 40
ASE_00380 0.57 0.55 0.59 54 54854 41 2 36 3 45
ASE_00382 0.49 0.49 0.50 41 41823 45 6 35 4 43
ASE_00383 0.58 0.55 0.62 58 54521 40 3 33 4 47
ASE_00384 0.41 0.39 0.43 36 48432 58 2 46 10 56
ASE_00385 0.42 0.43 0.41 35 41819 53 6 45 2 46
ASE_00386 0.65 0.65 0.65 62 50307 41 3 31 7 34
ASE_00387 0.43 0.43 0.43 45 55841 59 6 53 0 59
ASE_00388 0.43 0.42 0.44 37 45669 53 3 44 6 52
ASE_00390 0.44 0.42 0.47 36 42118 52 6 35 11 49
ASE_00393 0.37 0.35 0.39 33 47811 58 2 49 7 60
ASE_00394 0.69 0.68 0.70 63 46881 29 5 22 2 30
ASE_00395 0.65 0.63 0.68 53 41538 35 1 24 10 31
ASE_00396 0.16 0.16 0.16 13 41535 71 2 66 3 70
ASE_00397 0.54 0.54 0.54 57 54510 51 4 44 3 48
ASE_00398 0.61 0.58 0.65 60 55852 37 1 32 4 44
ASE_00400 0.53 0.53 0.54 56 57866 51 7 41 3 50
ASE_00401 0.52 0.53 0.51 67 76897 65 13 51 1 59
ASE_00402 0.41 0.40 0.43 34 42406 52 7 39 6 51
ASE_00403 0.44 0.42 0.47 45 55849 55 4 47 4 62
ASE_00404 0.55 0.54 0.57 46 42990 43 0 35 8 39
ASE_00411 0.35 0.35 0.35 31 49366 63 7 51 5 58
ASE_00413 0.55 0.58 0.52 47 44461 44 13 30 1 34
ASE_00415 0.51 0.51 0.51 53 54843 53 7 43 3 50
ASE_00416 0.65 0.61 0.68 78 77307 43 0 36 7 49
ASE_00417 0.36 0.37 0.35 37 54508 73 10 60 3 63
ASE_00418 0.20 0.21 0.20 16 38701 67 12 52 3 59
ASE_00419 0.75 0.73 0.78 75 54850 26 5 16 5 28
ASE_00422 0.44 0.44 0.45 41 46880 56 5 45 6 53
ASE_00426 0.28 0.28 0.28 30 60967 78 7 71 0 78
ASE_00428 0.51 0.50 0.53 62 76520 58 5 49 4 63
ASE_00430 0.64 0.63 0.66 61 46878 39 5 27 7 36
ASE_00431 0.53 0.49 0.56 47 46276 41 6 31 4 48
ASE_00434 0.61 0.60 0.62 66 68159 48 7 33 8 44
ASE_00437 0.42 0.39 0.46 53 79285 64 4 59 1 82
ASE_00438 0.46 0.43 0.50 50 65965 52 3 48 1 66
ASE_00441 0.77 0.72 0.83 81 64163 30 1 16 13 31
ASE_00447 0.47 0.45 0.50 52 60274 55 1 51 3 64
ASE_00448 0.22 0.22 0.23 25 64150 91 6 80 5 87
ASE_00451 0.61 0.57 0.66 71 70768 40 2 35 3 54
CRW_00013 0.22 0.22 0.22 25 103625 113 13 77 23 90
CRW_00016 0.65 0.62 0.69 74 77313 47 5 29 13 46
CRW_00610 0.42 0.42 0.43 34 36235 46 6 40 0 47
CRW_00613 0.46 0.42 0.51 33 34915 41 2 30 9 45
CRW_00614 0.07 0.09 0.06 5 121689 141 24 53 64 52
CRW_00619 0.38 0.42 0.34 31 164933 138 25 36 77 42
CRW_00620 0.16 0.21 0.12 13 150869 161 32 61 68 50
CRW_00621 0.10 0.10 0.10 7 153108 157 13 53 91 64
CRW_00623 0.30 0.29 0.32 24 129719 123 11 41 71 59
CRW_00633 0.45 0.44 0.47 47 63445 58 10 44 4 59
CRW_00670 0.77 0.74 0.81 89 70015 26 0 21 5 31
CRW_00671 0.66 0.64 0.68 75 62725 41 8 27 6 42
CRW_00672 0.74 0.73 0.74 81 72281 36 10 18 8 30
CRW_00674 0.55 0.55 0.55 68 83312 61 8 48 5 56
CRW_00676 0.54 0.56 0.52 64 93406 75 17 41 17 51
CRW_00692 0.57 0.57 0.57 51 68545 54 15 24 15 39
PDB_00827 0.67 0.59 0.76 48 26965 16 0 15 1 33
PDB_00919 0.50 0.47 0.53 48 44163 45 3 39 3 55
RFA_00597 0.51 0.51 0.51 56 97794 82 5 48 29 53
RFA_00599 0.67 0.70 0.64 78 101353 66 16 28 22 33
RFA_00601 0.09 0.11 0.08 12 99092 139 35 96 8 102
RFA_00602 0.50 0.53 0.47 62 101344 91 18 51 22 54

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Performance of RSpredict(seed) - scored lower in this pairwise comparison

1. Total counts & total scores for RSpredict(seed)

Total Base Pair Counts
Total TP 239
Total TN 14469457
Total FP 1281
Total FP CONTRA 90
Total FP INCONS 1006
Total FP COMP 185
Total FN 24130
Total Scores
MCC 0.042
Average MCC ± 95% Confidence Intervals 0.028 ± 0.008
Sensitivity 0.010
Positive Predictive Value 0.179
Nr of predictions 234

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2. Individual counts for RSpredict(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00001 0.00 0.00 0.00 0 34191 0 0 0 0 75
ASE_00002 0.00 0.00 0.00 0 35511 0 0 0 0 73
ASE_00004 0.00 0.00 0.00 0 47894 2 0 1 1 97
ASE_00005 0.14 0.03 0.57 4 57963 3 0 3 0 113
ASE_00006 0.00 0.00 0.00 0 47583 3 0 3 0 93
ASE_00007 0.16 0.05 0.56 5 59676 4 0 4 0 105
ASE_00009 0.00 0.00 0.00 0 26106 0 0 0 0 67
ASE_00012 0.00 0.00 0.00 0 73914 6 0 6 0 123
ASE_00014 0.00 0.00 0.00 0 54285 0 0 0 0 106
ASE_00017 0.00 0.00 0.00 0 51038 2 0 2 0 64
ASE_00020 0.04 0.01 0.25 1 73916 3 0 3 0 125
ASE_00021 0.00 0.00 0.00 0 104189 7 1 6 0 160
ASE_00023 0.00 0.00 0.00 0 84246 9 0 9 0 127
ASE_00028 0.02 0.01 0.05 1 84646 22 5 14 3 125
ASE_00029 0.00 0.00 0.00 0 83024 4 0 4 0 122
ASE_00030 0.11 0.03 0.44 4 85482 5 0 5 0 141
ASE_00032 0.00 0.00 0.00 0 80196 5 0 4 1 118
ASE_00033 0.12 0.03 0.44 4 64971 5 0 5 0 117
ASE_00036 0.00 0.00 0.00 0 75845 10 0 10 0 132
ASE_00037 0.00 0.00 0.00 0 59335 5 0 5 0 110
ASE_00038 0.00 0.00 0.00 0 53623 5 0 5 0 101
ASE_00040 0.02 0.01 0.07 1 78989 13 0 13 0 132
ASE_00041 0.00 0.00 0.00 0 57624 6 0 6 0 108
ASE_00042 0.09 0.03 0.29 4 90086 10 0 10 0 141
ASE_00044 0.03 0.01 0.10 1 54605 9 0 9 0 104
ASE_00046 0.11 0.03 0.43 3 50396 4 0 4 0 100
ASE_00047 0.00 0.00 0.00 0 74303 2 0 2 0 130
ASE_00053 0.00 0.00 0.00 0 79398 3 0 3 0 133
ASE_00064 0.00 0.00 0.00 0 45448 3 0 3 0 89
ASE_00066 0.16 0.03 0.80 4 72385 1 0 1 0 126
ASE_00068 0.05 0.01 0.25 1 37671 3 0 3 0 84
ASE_00074 0.21 0.07 0.67 8 67884 4 0 4 0 111
ASE_00075 0.00 0.00 0.00 0 108804 8 0 7 1 162
ASE_00076 0.00 0.00 0.00 0 68256 9 0 9 0 118
ASE_00077 0.09 0.02 0.33 2 45144 4 1 3 0 84
ASE_00078 0.00 0.00 0.00 0 43071 0 0 0 0 83
ASE_00079 0.00 0.00 0.00 0 55606 5 0 5 0 100
ASE_00080 0.00 0.00 0.00 0 71623 9 2 6 1 123
ASE_00081 0.00 0.00 0.00 0 49768 2 0 2 0 97
ASE_00082 0.00 0.00 0.00 0 70494 6 0 6 0 116
ASE_00083 0.00 0.00 0.00 0 62477 5 0 4 1 110
ASE_00084 0.00 0.00 0.00 0 53625 4 0 3 1 99
ASE_00087 0.00 0.00 0.00 0 88406 4 0 4 0 144
ASE_00090 0.04 0.01 0.17 1 55605 5 0 5 0 100
ASE_00092 0.04 0.01 0.20 1 63541 4 0 4 0 112
ASE_00096 0.00 0.00 0.00 0 63542 4 0 4 0 115
ASE_00104 0.10 0.03 0.31 4 64248 9 0 9 0 115
ASE_00111 0.00 0.00 0.00 0 50084 2 2 0 0 57
ASE_00112 0.00 0.00 0.00 0 75461 5 1 4 0 116
ASE_00115 0.00 0.00 0.00 0 54615 0 0 0 0 101
ASE_00116 0.00 0.00 0.00 0 31626 0 0 0 0 66
ASE_00118 0.00 0.00 0.00 0 60722 6 0 4 2 102
ASE_00119 0.00 0.00 0.00 0 62834 3 0 1 2 108
ASE_00120 0.00 0.00 0.00 0 46970 1 0 1 0 94
ASE_00121 0.00 0.00 0.00 0 45150 0 0 0 0 92
ASE_00122 0.00 0.00 0.00 0 43360 6 0 5 1 88
ASE_00123 0.00 0.00 0.00 0 38499 4 0 4 0 85
ASE_00125 0.00 0.00 0.00 0 39337 3 0 3 0 88
ASE_00126 0.00 0.00 0.00 0 40468 2 0 2 0 82
ASE_00128 0.00 0.00 0.00 0 53297 4 1 3 0 100
ASE_00129 0.00 0.00 0.00 0 62821 18 1 13 4 111
ASE_00131 0.30 0.15 0.59 13 39318 15 0 9 6 72
ASE_00132 0.00 0.00 0.00 0 50401 3 0 2 1 95
ASE_00134 0.00 0.00 0.00 0 50397 6 0 6 0 95
ASE_00135 0.00 0.00 0.00 0 63187 3 0 3 0 109
ASE_00136 0.00 0.00 0.00 0 48202 4 0 3 1 92
ASE_00137 0.00 0.00 0.00 0 48512 4 0 4 0 98
ASE_00138 0.00 0.00 0.00 0 40467 3 0 3 0 81
ASE_00139 0.00 0.00 0.00 0 54280 5 0 5 0 104
ASE_00140 0.04 0.01 0.20 1 70871 4 1 3 0 124
ASE_00145 0.00 0.00 0.00 0 70125 0 0 0 0 111
ASE_00146 0.09 0.02 0.38 3 70868 5 0 5 0 121
ASE_00148 0.00 0.00 0.00 0 112574 1 1 0 0 154
ASE_00151 0.00 0.00 0.00 0 52000 4 1 2 1 98
ASE_00153 0.00 0.00 0.00 0 57629 1 1 0 0 73
ASE_00154 0.00 0.00 0.00 0 65341 0 0 0 0 107
ASE_00155 0.00 0.00 0.00 0 93528 0 0 0 0 142
ASE_00163 0.00 0.00 0.00 0 53297 4 1 3 0 93
ASE_00165 0.11 0.02 0.67 2 52972 1 0 1 0 99
ASE_00168 0.00 0.00 0.00 0 60725 1 1 0 0 64
ASE_00169 0.00 0.00 0.00 0 57287 4 0 4 0 107
ASE_00170 0.04 0.01 0.17 1 48822 5 0 5 0 92
ASE_00171 0.00 0.00 0.00 0 48513 4 0 3 1 94
ASE_00172 0.00 0.00 0.00 0 58988 8 0 8 0 106
ASE_00174 0.00 0.00 0.00 0 61075 0 0 0 0 109
ASE_00175 0.05 0.02 0.14 2 60017 14 0 12 2 105
ASE_00176 0.00 0.00 0.00 0 60020 11 3 8 0 110
ASE_00179 0.09 0.04 0.23 3 44240 12 1 9 2 81
ASE_00180 0.00 0.00 0.00 0 51355 5 3 2 0 100
ASE_00181 0.00 0.00 0.00 0 57627 3 0 3 0 106
ASE_00182 0.00 0.00 0.00 0 84254 1 0 1 0 136
ASE_00185 0.00 0.00 0.00 0 73531 5 0 5 0 128
ASE_00186 0.00 0.00 0.00 0 78994 9 1 8 0 132
ASE_00187 0.00 0.00 0.00 0 68630 5 3 2 0 115
ASE_00190 0.00 0.00 0.00 0 45437 15 3 11 1 90
ASE_00192 0.00 0.00 0.00 0 84653 14 3 10 1 133
ASE_00196 0.00 0.00 0.00 0 31626 0 0 0 0 75
ASE_00197 0.03 0.01 0.13 1 89245 7 0 7 0 144
ASE_00198 0.15 0.04 0.57 4 52643 3 0 3 0 98
ASE_00203 0.00 0.00 0.00 0 46663 2 0 2 0 96
ASE_00209 0.00 0.00 0.00 0 43071 0 0 0 0 88
ASE_00210 0.00 0.00 0.00 0 27261 0 0 0 0 65
ASE_00212 0.00 0.00 0.00 0 93956 5 0 5 0 148
ASE_00213 0.00 0.00 0.00 0 27261 0 0 0 0 66
ASE_00214 0.00 0.00 0.00 0 56271 9 0 9 0 103
ASE_00215 0.00 0.00 0.00 0 48513 3 0 3 0 99
ASE_00216 0.00 0.00 0.00 0 39338 2 0 2 0 82
ASE_00217 0.16 0.04 0.57 4 40463 3 0 3 0 86
ASE_00221 0.00 0.00 0.00 0 64617 3 0 3 0 117
ASE_00222 0.00 0.00 0.00 0 112101 0 0 0 0 157
ASE_00227 0.00 0.00 0.00 0 78993 10 3 7 0 133
ASE_00228 0.00 0.00 0.00 0 46967 4 0 4 0 86
ASE_00229 0.00 0.00 0.00 0 42482 4 1 3 0 87
ASE_00231 0.07 0.02 0.22 2 47886 8 2 5 1 94
ASE_00232 0.09 0.02 0.33 2 38497 4 0 4 0 82
ASE_00234 0.00 0.00 0.00 0 75463 3 1 2 0 129
ASE_00237 0.00 0.00 0.00 0 45751 2 0 2 0 56
ASE_00238 0.07 0.01 0.50 1 64259 1 0 1 0 113
ASE_00240 0.00 0.00 0.00 0 46660 5 0 5 0 93
ASE_00241 0.00 0.00 0.00 0 43954 2 0 2 0 87
ASE_00246 0.00 0.00 0.00 0 48202 3 0 3 0 67
ASE_00247 0.00 0.00 0.00 0 54284 1 1 0 0 64
ASE_00252 0.00 0.00 0.00 0 115437 4 0 3 1 168
ASE_00254 0.00 0.00 0.00 0 36850 6 1 5 0 82
ASE_00255 0.12 0.03 0.50 4 74683 4 0 4 0 126
ASE_00257 0.00 0.00 0.00 0 51035 5 0 5 0 97
ASE_00263 0.00 0.00 0.00 0 70490 10 0 10 0 120
ASE_00264 0.12 0.02 0.67 2 49138 3 0 1 2 98
ASE_00267 0.00 0.00 0.00 0 45145 6 0 5 1 88
ASE_00270 0.00 0.00 0.00 0 72388 3 0 2 1 128
ASE_00274 0.00 0.00 0.00 0 55608 3 0 3 0 103
ASE_00277 0.00 0.00 0.00 0 48203 2 0 2 0 91
ASE_00279 0.00 0.00 0.00 0 53299 2 0 2 0 101
ASE_00280 0.00 0.00 0.00 0 52001 2 0 2 0 98
ASE_00282 0.00 0.00 0.00 0 77811 4 0 4 0 127
ASE_00283 0.00 0.00 0.00 0 61769 7 0 7 0 107
ASE_00284 0.00 0.00 0.00 0 58309 2 1 1 0 108
ASE_00285 0.00 0.00 0.00 0 69000 6 0 6 0 122
ASE_00286 0.00 0.00 0.00 0 46659 6 0 6 0 92
ASE_00287 0.00 0.00 0.00 0 54939 7 0 7 0 103
ASE_00288 0.10 0.02 0.50 2 46052 2 0 2 0 91
ASE_00289 0.05 0.01 0.18 2 101014 10 1 8 1 155
ASE_00292 0.15 0.04 0.50 6 81798 6 0 6 0 132
ASE_00294 0.08 0.02 0.31 4 114468 9 0 9 0 167
ASE_00295 0.00 0.00 0.00 0 73909 11 0 11 0 131
ASE_00296 0.09 0.03 0.29 4 91792 10 1 9 0 141
ASE_00297 0.00 0.00 0.00 0 52972 3 0 3 0 98
ASE_00298 0.00 0.00 0.00 0 67525 3 1 2 0 113
ASE_00299 0.00 0.00 0.00 0 49451 5 0 4 1 100
ASE_00313 0.00 0.00 0.00 0 62479 4 0 2 2 89
ASE_00328 0.00 0.00 0.00 0 72760 15 0 11 4 112
ASE_00330 0.00 0.00 0.00 0 56277 3 0 3 0 90
ASE_00332 0.15 0.04 0.50 6 81798 6 0 6 0 132
ASE_00337 0.00 0.00 0.00 0 39340 2 0 0 2 71
ASE_00338 0.00 0.00 0.00 0 66427 3 0 3 0 98
ASE_00340 0.04 0.01 0.14 1 46049 6 0 6 0 84
ASE_00342 0.09 0.03 0.30 3 62471 7 0 7 0 112
ASE_00343 0.00 0.00 0.00 0 83429 8 1 6 1 113
ASE_00346 0.00 0.00 0.00 0 48205 0 0 0 0 97
ASE_00359 0.00 0.00 0.00 0 42778 0 0 0 0 80
ASE_00361 0.00 0.00 0.00 0 75463 3 0 3 0 127
ASE_00362 0.00 0.00 0.00 0 48200 5 0 5 0 91
ASE_00363 0.00 0.00 0.00 0 51354 6 0 6 0 94
ASE_00364 0.11 0.02 0.67 2 54282 1 0 1 0 103
ASE_00366 0.00 0.00 0.00 0 58652 1 0 1 0 98
ASE_00367 0.00 0.00 0.00 0 43067 5 0 4 1 86
ASE_00369 0.00 0.00 0.00 0 55939 6 1 5 0 107
ASE_00370 0.10 0.02 0.40 2 41900 3 0 3 0 82
ASE_00372 0.00 0.00 0.00 0 51997 6 0 6 0 100
ASE_00374 0.00 0.00 0.00 0 44843 7 0 7 0 88
ASE_00375 0.00 0.00 0.00 0 60373 5 0 5 0 110
ASE_00376 0.04 0.01 0.17 1 56947 5 0 5 0 104
ASE_00379 0.00 0.00 0.00 0 46050 7 0 6 1 89
ASE_00380 0.00 0.00 0.00 0 54942 4 2 2 0 99
ASE_00382 0.06 0.01 0.33 1 41902 3 0 2 1 83
ASE_00383 0.06 0.01 0.33 1 54612 2 0 2 0 104
ASE_00384 0.05 0.01 0.20 1 48511 4 0 4 0 91
ASE_00385 0.00 0.00 0.00 0 41902 3 0 3 0 81
ASE_00386 0.10 0.03 0.33 3 50394 7 0 6 1 93
ASE_00387 0.00 0.00 0.00 0 55940 5 0 5 0 104
ASE_00388 0.00 0.00 0.00 0 45749 5 0 4 1 89
ASE_00390 0.00 0.00 0.00 0 42192 4 0 3 1 85
ASE_00393 0.00 0.00 0.00 0 47891 4 0 4 0 93
ASE_00394 0.03 0.01 0.07 1 46956 15 0 14 1 92
ASE_00395 0.00 0.00 0.00 0 41612 6 0 4 2 84
ASE_00396 0.15 0.04 0.60 3 41611 2 0 2 0 80
ASE_00397 0.04 0.01 0.17 1 54609 5 1 4 0 104
ASE_00398 0.00 0.00 0.00 0 55934 11 0 11 0 104
ASE_00400 0.08 0.02 0.33 2 57964 4 3 1 0 104
ASE_00401 0.00 0.00 0.00 0 77015 13 0 13 0 126
ASE_00402 0.05 0.01 0.25 1 42482 3 0 3 0 84
ASE_00403 0.00 0.00 0.00 0 55941 4 0 4 0 107
ASE_00404 0.00 0.00 0.00 0 43065 9 0 6 3 85
ASE_00411 0.11 0.02 0.50 2 49451 2 0 2 0 87
ASE_00413 0.00 0.00 0.00 0 44546 5 0 5 0 81
ASE_00415 0.00 0.00 0.00 0 54941 5 1 4 0 103
ASE_00416 0.00 0.00 0.00 0 77412 9 0 9 0 127
ASE_00417 0.00 0.00 0.00 0 54615 0 0 0 0 100
ASE_00418 0.00 0.00 0.00 0 38781 0 0 0 0 75
ASE_00419 0.10 0.03 0.33 3 54937 6 0 6 0 100
ASE_00422 0.05 0.02 0.12 2 46954 19 1 14 4 92
ASE_00426 0.11 0.04 0.31 4 61062 9 0 9 0 104
ASE_00428 0.00 0.00 0.00 0 76629 8 0 7 1 125
ASE_00430 0.07 0.02 0.25 2 46963 6 0 6 0 95
ASE_00431 0.00 0.00 0.00 0 46358 2 0 2 0 95
ASE_00434 0.04 0.02 0.11 2 68246 20 1 16 3 108
ASE_00437 0.00 0.00 0.00 0 79395 7 0 6 1 135
ASE_00438 0.02 0.01 0.07 1 66052 13 2 11 0 115
ASE_00441 0.00 0.00 0.00 0 64258 3 0 3 0 112
ASE_00447 0.15 0.03 0.67 4 60372 2 0 2 0 112
ASE_00448 0.04 0.01 0.14 1 64254 6 1 5 0 111
ASE_00451 0.11 0.03 0.36 4 70865 7 0 7 0 121
CRW_00013 0.00 0.00 0.00 0 103737 3 0 3 0 115
CRW_00016 0.00 0.00 0.00 0 77418 3 0 3 0 120
CRW_00610 0.00 0.00 0.00 0 36310 5 0 5 0 81
CRW_00613 0.00 0.00 0.00 0 34979 1 0 1 0 78
CRW_00614 0.00 0.00 0.00 0 121764 17 0 7 10 57
CRW_00619 0.00 0.00 0.00 0 165014 28 5 6 17 73
CRW_00620 0.00 0.00 0.00 0 150964 27 4 7 16 63
CRW_00621 0.00 0.00 0.00 0 153172 32 5 4 23 71
CRW_00623 0.00 0.00 0.00 0 129777 25 6 12 7 83
CRW_00633 0.00 0.00 0.00 0 63541 5 0 5 0 106
CRW_00670 0.00 0.00 0.00 0 70124 4 0 1 3 120
CRW_00671 0.00 0.00 0.00 0 62835 0 0 0 0 117
CRW_00672 0.00 0.00 0.00 0 72386 7 0 4 3 111
CRW_00674 0.00 0.00 0.00 0 83436 1 0 0 1 124
CRW_00676 0.00 0.00 0.00 0 93527 2 0 1 1 115
CRW_00692 0.00 0.00 0.00 0 68635 3 0 0 3 90
PDB_00827 0.00 0.00 0.00 0 27026 2 0 2 0 81
PDB_00919 0.00 0.00 0.00 0 44249 5 0 4 1 103
RFA_00597 0.00 0.00 0.00 0 97889 17 4 10 3 109
RFA_00599 0.43 0.25 0.74 28 101437 25 0 10 15 83
RFA_00601 0.57 0.38 0.86 43 99185 16 1 6 9 71
RFA_00602 0.09 0.02 0.50 2 101471 3 1 1 1 114

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Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.